ACL RD-TEC 1.0 Summarization of P03-1038
Paper Title:
SELF-ORGANIZING MARKOV MODELS AND THEIR APPLICATION TO PART-OF-SPEECH TAGGING
SELF-ORGANIZING MARKOV MODELS AND THEIR APPLICATION TO PART-OF-SPEECH TAGGING
Authors: Jin-Dong Kim and Hae-Chang Rim and Jun'ichi Tsujii
Primarily assigned technology terms:
- algorithm
- bracketing
- chunking
- classification
- context modeling
- decision tree
- decision tree learning
- decision tree representation
- decision trees
- global optimization
- hidden markov
- hidden markov model
- hidden markov models
- hmms
- id3 algorithm
- interpolation algorithm
- interpolation method
- language learning
- learning
- learning algorithm
- learning techniques
- lexicalization
- machine learning
- machine learning techniques
- markov model
- maximum entropy
- maximum likelihood
- model merging
- modeling
- nlp
- np chunking
- optimization
- part-of-speech tagging
- pos tagger
- pos tagging
- selection mechanism
- smoothing
- smoothing techniques
- splitting
- statistical decision tree
- suffix tree
- support vector machines
- syntactic bracketing
- tagger
- taggers
- tagging
- tree learning
- viterbi
- viterbi algorithm
- word guessing
Other assigned terms:
- annotated corpora
- annotated corpus
- approach
- brown corpus
- case
- classification tasks
- context features
- context model
- contextual feature
- contextual features
- contextual information
- corpora
- distribution
- entropy
- entropy models
- estimation
- fact
- feature
- good-turing estimation
- implementation
- information gain
- interpolation
- interpretation
- language model
- language models
- leaf
- lexical context
- lexical information
- likelihood
- likelihood probability
- lopez distance
- mapping
- markov models
- maximum entropy models
- measures
- method
- model size
- nlp tasks
- noun phrases
- nouns
- part-of-speech
- part-of-speech tagging task
- penn treebank
- penn treebank ii
- preposition
- prepositions
- probability
- process
- root node
- second order context
- sentence
- sparse data
- sparse data problem
- statistics
- subtree
- suffix
- support vector
- svms
- symbol
- syntactic class
- tag sequence
- tagging model
- tagging problem
- tagging task
- tags
- term
- terms
- test corpus
- test phase
- training
- training corpus
- translation model
- tree
- tree representation
- treebank
- trees
- word
- word features
- word sequence
- word sequences
- words
